Architect production-grade RAG workflows on cloud resources (e.g. AWS, GCP) using reliable tools (e.g. LangGraph / LlamaIndex). Build agents that can plan multi-step financial tasks
Map the current lot disposition flow with quality, product and process engineers (hold triggers, evidence gathered, decision rules, MRB, approval levels) and design the target AI-assisted flow: what is automated, what is assisted, and what stays manual.
Client advisory: collaborate with clients alongside your (international) team to understand their business needs and goals, delivering data-driven recommendations that guide decision-making and strategy.
Assist in setting up development environments, reviewing existing codebases, and supporting the design of application architectures and AI-enabled solutions.
Days 1–30 — Audit. Map every system, account, device and manual process across the five companies. Fix the security gaps that cannot wait: MFA, backups, shared passwords, ex-staff accounts.
Build and iterate MVPs on Microsoft Power Platform/Azure (PowerApp, PowerAutomate, PowerBI, Copilot Studio, Foundry and etc) agents/toolkits for real internal use cases — legal, IT operations, HR, sales — from scoping through testing to business adoption and handover.
Build and iterate MVPs on Microsoft Power Platform/Azure (PowerApp, PowerAutomate, PowerBI, Copilot Studio, Foundry and etc) agents/toolkits for real internal use cases — legal, IT operations, HR, sales — from scoping through testing to business adoption and handover.
Build and iterate MVPs on Microsoft Power Platform/Azure (PowerApp, PowerAutomate, PowerBI, Copilot Studio, Foundry and etc) agents/toolkits for real internal use cases — legal, IT operations, HR, sales — from scoping through testing to business adoption and handover.
Build and iterate MVPs on Microsoft Power Platform/Azure (PowerApp, PowerAutomate, PowerBI, Copilot Studio, Foundry and etc) agents/toolkits for real internal use cases — legal, IT operations, HR, sales — from scoping through testing to business adoption and handover.
Build and iterate MVPs on Microsoft Power Platform/Azure (PowerApp, PowerAutomate, PowerBI, Copilot Studio, Foundry and etc) agents/toolkits for real internal use cases — legal, IT operations, HR, sales — from scoping through testing to business adoption and handover.
Solution Delivery: Work with internal customers to understand business problems, shape feasible AI solution options, validate value through prototypes, and deliver solutions into productive use.
Own the agentic-evaluation engine. Build the capability that scores agents on the metrics that matter - intent resolution, tool-selection and parameterisation accuracy, task adherence, planning quality, tool-call ordering, response completeness against a reference, and when an agent should defer to a human.
Design, build, deploy, and operate production-grade full-stack applications, working across React and TypeScript frontends, Python (FastAPI/Django) backend services, SQL databases, APIs, authentication, and system integrations.